Instruments and Systems: Monitoring, Control, and Diagnostics Annotation << Back Recovery and compression of information coming from the spacecraft A.E. LISEYTSEV, V.P. FRALENKO, O.G. SHISHKIN In telemetry records received from spacecraft there are numerous failures in the form of omissions and emissions, which significantly interferes with their processing and operator decision-making. The paper presents new methods for restoring telemetry data with visualization of sensor readings before and after processing, as well as a method for compressing images of Earth remote sensing onboard a space vehicle using an artificial neural network of direct propagation to increase the capacity of space communication channels. Keywords: spacecraft, recovery of corrupted data, data visualization, telemetry, compression, remote sensing. DOI: 10.25791/pribor.11.2018.262 Contacts: E-mail: antonlis2@yandex.ru Pp. 07-13.